Generate Pydantic v2 models, dataclasses, TypedDict, and msgspec.Struct from OpenAPI, JSON Schema, GraphQL, Avro, Protobuf, and raw JSON/YAML/CSV.
datamodel-code-generator/datamodel-code-generator 的健康指数为 100 分中的 93 分,处于「卓越」区间。 其得分最高的类别是Vitality(99/100),最低的是Security(57/100)。 最近一次更新在今天。 近期的大部分工作由 1 位贡献者完成。
指标归入加权类别,统一采用 1–100 量表。总体分先取类别加权平均,再依据公开记录的分布进行校准,使各等级具有百分位含义;当公开证据触发高风险司法辖区政策时,评级会按政策调整,并设置 34(存在风险)的上限。
每条轴代表一个类别。形状比平均值更重要——健康的对象会填满整个图形,而“一峰一谷”式画像意味着某一维度的优势正掩盖另一维度的风险。
加权总体分 79 经校准后在公布的指数量表上为 93(记录校准 2026-08-02)。
| 注册表 | 软件包 | 版本 | 月下载量 | 版本数 | 最近发布 |
|---|---|---|---|---|---|
| PyPI | datamodel-code-generator | 0.86.0 | 13,645,149 | 290 | 0 天前 |
项目是否仍有生命——是否仍在编写代码,是否仍在发布版本?
| 36/36 | 推送新近度 — 最近一次推送于 0 天前 |
| 33.9/36 | 提交节奏 — 52 周中有 49 周有提交 |
| 18/18 | 提交量 — 最近一年 1,742 次提交 |
| 10/10 | OpenSSF Scorecard:Maintained — 30 commit(s) and 30 issue activity found in the last 90 days -- score normalized to 10 |
| commits_last_year | 1,742 |
| human_commit_share | 0.96 |
| days_since_last_push | 0 |
| active_weeks_last_year | 49 |
| 27/27 | 有发布版本 — 已发布 100 个发布版本 |
| 36/36 | 发布时效 — 最近一次发布版本于 0 天前 |
| 27/27 | 发布节奏 — 约每 4.5 天发布一次 |
| 0/10 | OpenSSF Scorecard:Signed-Releases — 无数据 |
| releases_count | 100 |
| latest_release_tag | 0.86.0 |
| releases_from_tags | 否 |
| days_since_latest_release | 0 |
| mean_days_between_releases | 4.5 |
项目是否拥有用户、下载量与关注度,并具备欢迎贡献者参与的配置?
| 58.5/60 | 星标 — 4,042 个星标 |
| 22.2/25 | 复刻 — 465 个复刻 |
| 7.6/15 | 关注者 — 24 位关注者 |
| forks | 465 |
| stars | 4,042 |
| watchers | 24 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
| 22.5/22.5 | README |
| 22.5/22.5 | 许可证 — 可识别的许可证(MIT) |
| 0/18 | CONTRIBUTING 指南 |
| 13.5/13.5 | 行为准则 |
| 0/7.2 | 议题模板 |
| 0/6.3 | PR 模板 |
| has_readme | 是 |
| has_license | 是 |
| readme_badges | 6 |
| has_contributing | 否 |
| has_issue_template | 否 |
| has_code_of_conduct | 是 |
| readme_badge_services | codecov.io, shields.io |
| has_pull_request_template | 否 |
| 80/80 | 月度下载量 — pypi 合计每月 13,645,149 次下载 |
| 0/20 | 注册表被依赖数 — 该生态系统不报告此项 |
| packages | datamodel-code-generator |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 13,645,149 |
| unverified_packages_excluded | — |
项目能否在其成员之外延续——巴士系数、响应能力、由谁支持,以及软件包的维护状况?
| 9/54 | 巴士系数 — 1 位贡献者贡献了半数提交 |
| 2.3/22.5 | 提交分布 — 头号贡献者编写了 90% 的提交 |
| 13.5/13.5 | 贡献者广度 — 96 位贡献者 |
| 10/10 | OpenSSF Scorecard:Contributors — project has 12 contributing companies or organizations |
| bus_factor | 1 |
| contributors_sampled | 96 |
| top_contributor_share | 0.898 |
| 37.2/42 | 议题解决 — 89% 的议题已关闭 |
| 24.7/30 | PR 接受 — 已裁定的 PR 中 3,047/3,704 已合并 |
| 13/13 | Newcomer PR acceptance — 30 天内首次贡献者的 PR 已合并 1/1 |
| 0/15 | OpenSSF Scorecard:Code-Review — Found 0/30 approved changesets -- score normalized to 0 |
| merged_prs | 3,047 |
| open_issues | 116 |
| closed_issues | 905 |
| prs_merged_7d | 58 |
| prs_decided_7d | 60 |
| prs_merged_30d | 58 |
| prs_decided_30d | 60 |
| issue_closed_ratio | 0.886 |
| closed_unmerged_prs | 657 |
| first_time_authors_30d | 1 |
| first_time_prs_merged_30d | 1 |
| first_time_prs_decided_30d | 1 |
| 30/30 | 所有权背书 — 组织持有 |
| 0/20 | 已验证域名 |
| 4.3/25 | 所有者影响力 — datamodel-code-generator 有 3 位关注者 |
| 2.4/25 | 既往记录 — 1 个公开仓库,账户约 0 年 |
| followers | 3 |
| owner_type | Organization |
| is_verified | 否 |
| owner_login | datamodel-code-generator |
| public_repos | 1 |
| account_age_days | 40 |
| 25/25 | 已发布且可解析 — pypi 上有 1 个软件包 |
| 35/35 | 发布时效 — 最近一次发布于 0 天前 |
| 20/20 | 版本历史 — 290 个已发布版本 |
| 20/20 | 未被弃用 — 活跃,未被弃用或撤回 |
| packages | datamodel-code-generator |
| ecosystems | pypi |
| any_deprecated | 否 |
| min_days_since_publish | 0 |
基础的工程与文档实践是否到位?
| 24/24 | CI 工作流 — 23 个工作流 |
| 24/24 | 存在测试 |
| 16/16 | Linter 配置 — pyproject.toml ([tool.ruff]), ruff.toml, tox.ini |
| 9.6/9.6 | Pre-commit 钩子 |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard:CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10 |
| has_ci | 是 |
| has_tests | 是 |
| has_editorconfig | 否 |
| has_linter_config | 是 |
| has_precommit_config | 是 |
| 30/30 | README |
| 25/25 | 文档目录 |
| 15/15 | 文档 / 主页站点 — https://datamodel-code-generator.koxudaxi.dev/ |
| 10/10 | 仓库描述 |
| 10/10 | 主题标签 — 17 个主题标签 |
| 10/10 | Wiki |
| topics | openapi, code-generator, python, pydantic, generator, fastapi, json-schema, datamodel, swagger, yaml, csv, openapi-codegen, swagger-codegen, dataclass, graphql, msgspec, typeddict |
| has_wiki | 是 |
| homepage | https://datamodel-code-generator.koxudaxi.dev/ |
| docs_site | https://datamodel-code-generator.koxudaxi.dev/ |
| has_readme | 是 |
| has_docs_dir | 是 |
| has_description | 是 |
可见的安全与供应链实践是否稳固,且不存在未解决的高风险司法辖区暴露?
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0.8/7.5 | Branch-Protection — branch protection is not maximal on development and all release branches |
| 2.5/2.5 | CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 0/30 approved changesets -- score normalized to 0 |
| 2.5/2.5 | Contributors — project has 12 contributing companies or organizations |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 7.5/7.5 | Dependency-Update-Tool — update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | 许可证 — license file detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 30 issue activity found in the last 90 days -- score normalized to 10 |
| 5/5 | Packaging — packaging workflow detected |
| 4.5/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 9 |
| 5/5 | SAST — SAST tool is run on all commits |
| 5/5 | Security-Policy — security policy file detected |
| 0/7.5 | Signed-Releases — 无数据 |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 0/7.5 | Vulnerabilities — 13 existing vulnerabilities detected |
| source | openssf_scorecard |
| checks_evaluated | 17 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 1 |
| scorecard_aggregate | 6.2 |
| 5.1/35 | 直接依赖不含已知公告 — 3 个受影响:black 22.1.0 (critical 9.8), black 24.1.0 (critical 9.8), black 26.1a1 (critical 9.8) |
| 0/25 | 间接依赖不含已知公告 — 在此范围内,传递依赖集合无法与开发和测试依赖区分 |
| 23.1/40 | 没有长期未处理的公告 — 3 个携带公告的软件包超过 90 天未处理;最早一条发布于 943 天前 |
| source | osv |
| advisories | 29 |
| affected_packages | 9 |
| assessed_packages | 157 |
| unassessed_packages | 6 |
| affected_by_severity | critical 4, high 2, moderate 3 |
| direct_affected_packages | 3 |
该仓库在多大程度上具备与 AI 编码代理协同开发与维护的条件?权重刻意设小(4%):代理工具链是一项真实的维护信号,但完全不具备的仓库仍可达到 100/100。
| 45/45 | 代理指令 — AGENTS.md |
| 15/15 | 机器可读文档(llms.txt) — 存在 llms.txt |
| 40/40 | 可读的提交历史 — 96 次人类提交中有 72 次说明了意图(结构化标题或解释性正文) |
| has_llms_txt | 是 |
| llms_txt_url | — |
| legible_history_share | 0.75 |
| agent_instruction_files | AGENTS.md |
| agent_instruction_max_bytes | 2,081 |
| 0/18 | 一条命令的引导启动 |
| 22/22 | 自动化测试 |
| 11/11 | Lint / 格式化配置 — pyproject.toml ([tool.ruff]), ruff.toml, tox.ini |
| 11/11 | 静态类型检查 — src/datamodel_code_generator/py.typed, tests/data/expected/api_generation/fastapi_cli/check_outputs[json-package-in-models-services].2/server/py.typed, tests/data/expected/api_generation/fastapi_cli/check_outputs[json-package-in-models].2/server/py.typed |
| 10/10 | 可复现环境 — Dockerfile, lockfile |
| 6/10 | 已体现的代理实践 — 最近 100 次提交中有 3 次由代理编写或署名代理 |
| 5/8 | 自动化维护 — 已配置依赖自动化,但在抽样提交中未观察到 |
| 9/10 | OpenSSF Scorecard:Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 9 |
| has_nix | 否 |
| has_tests | 是 |
| lockfiles | uv.lock |
| has_dockerfile | 是 |
| typed_language | 否 |
| bootstrap_files | — |
| has_devcontainer | 否 |
| has_linter_config | 是 |
| typecheck_configs | src/datamodel_code_generator/py.typed, tests/data/expected/api_generation/fastapi_cli/check_outputs[json-package-in-models-services].2/server/py.typed, tests/data/expected/api_generation/fastapi_cli/check_outputs[json-package-in-models].2/server/py.typed |
| agent_commit_share | 0.03 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
| 27/45 | 可类型检查的代码 — Python,已配置类型检查(src/datamodel_code_generator/py.typed, tests/data/expected/api_generation/fastapi_cli/check_outputs[json-package-in-models-services].2/server/py.typed, tests/data/expected/api_generation/fastapi_cli/check_outputs[json-package-in-models].2/server/py.typed) |
| 54.7/55 | 可控的文件大小 — 采样的 8,214 个源文件中有 50 个超过 60KB |
| primary_language | Python |
| largest_source_bytes | 1,204,184 |
| source_files_sampled | 8,214 |
| oversized_source_files | 50 |
| 40/40 | API 模式(OpenAPI/GraphQL/proto) — tests/data/asyncapi/proto_child.proto, tests/data/docs/client-howto/openapi.yaml, tests/data/docs/howto/openapi.yaml, tests/data/docs/tutorial/openapi.yaml, tests/data/expected/api_generation/fastapi_cli/check_outputs[json-package-in-models-services].2/server/_generated/openapi.json, tests/data/expected/api_generation/fastapi_cli/check_outputs[json-package-in-models].2/server/_generated/openapi.json, tests/data/expected/main/generation_platform/fastapi/packages/binary-allowed/pydantic_v2_BaseModel/server/_generated/openapi.json, tests/data/expected/main/generation_platform/fastapi/packages/callbacks/pydantic_v2_BaseModel/server/_generated/openapi.json, tests/data/expected/main/generation_platform/fastapi/packages/docstrings/pydantic_v2_BaseModel/server/_generated/openapi.json, tests/data/expected/main/generation_platform/fastapi/packages/empty/pydantic_v2_BaseModel/server/_generated/openapi.json, tests/data/expected/main/generation_platform/fastapi/packages/names-default/pydantic_v2_BaseModel/server/_generated/openapi.json, tests/data/expected/main/generation_platform/fastapi/packages/names/pydantic_v2_BaseModel/server/_generated/openapi.json, tests/data/expected/main/generation_platform/fastapi/packages/pets/pydantic_v2_BaseModel/server/_generated/openapi.json, tests/data/expected/main/generation_platform/fastapi/packages/references/pydantic_v2_BaseModel/server/_generated/openapi.json, tests/data/expected/main/generation_platform/fastapi/packages/request/pydantic_v2_BaseModel/server/_generated/openapi.json, tests/data/expected/main/generation_platform/fastapi/packages/scheme-names/pydantic_v2_BaseModel/server/_generated/openapi.json, tests/data/expected/main/generation_platform/fastapi/packages/security/pydantic_v2_BaseModel/server/_generated/openapi.json, tests/data/expected/main/generation_platform/fastapi/packages/templates/pydantic_v2_BaseModel/server/_generated/openapi.json, tests/data/expected/main/generation_platform/fastapi/servers/packages/defaults/pydantic_v2_BaseModel/defaults_basemodel/_generated/openapi.json, tests/data/expected/main/generation_platform/fastapi/servers/packages/locals/pydantic_v2_BaseModel/locals_basemodel/_generated/openapi.json, tests/data/expected/main/generation_platform/fastapi/servers/packages/nullable-results/pydantic_v2_BaseModel/nullable_results_basemodel/_generated/openapi.json, tests/data/expected/main/generation_platform/fastapi/servers/packages/nullable/pydantic_v2_BaseModel/nullable_basemodel/_generated/openapi.json, tests/data/expected/main/generation_platform/fastapi/servers/packages/parameters/pydantic_v2_BaseModel/parameters_basemodel/_generated/openapi.json, tests/data/expected/main/generation_platform/fastapi/servers/packages/pets-type-checking/pydantic_v2_BaseModel/pets_type_checking_basemodel/_generated/openapi.json, tests/data/expected/main/generation_platform/fastapi/servers/packages/pets/pydantic_v2_BaseModel/pets_basemodel/_generated/openapi.json, tests/data/expected/main/generation_platform/fastapi/servers/packages/pets/pydantic_v2_dataclass/pets_dataclass/_generated/openapi.json, tests/data/expected/main/generation_platform/fastapi/servers/packages/spellings-exact/pydantic_v2_BaseModel/spellings_exact_basemodel/_generated/openapi.json, tests/data/expected/main/generation_platform/fastapi/servers/packages/spellings/pydantic_v2_BaseModel/spellings_basemodel/_generated/openapi.json, tests/data/expected/main/generation_platform/fastapi/servers/packages/strict/pydantic_v2_BaseModel/strict_basemodel/_generated/openapi.json, tests/data/graphql/additional-imports.graphql, tests/data/graphql/alias_generator_empty_union.graphql, tests/data/graphql/annotated.graphql, tests/data/graphql/builtin-template-data.graphql, tests/data/graphql/casing.graphql, tests/data/graphql/collection-options.graphql, tests/data/graphql/custom-scalar-types.graphql, tests/data/graphql/default_values_required.graphql, tests/data/graphql/different-types-of-fields.graphql, tests/data/graphql/empty_list_default.graphql, tests/data/graphql/enums.graphql, tests/data/graphql/explicit_alias_names.graphql, tests/data/graphql/field-aliases.graphql, tests/data/graphql/field-default-enum.graphql, tests/data/graphql/github-api-issue-states.graphql, tests/data/graphql/github-api.graphql, tests/data/graphql/interface_mro.graphql, tests/data/graphql/msgspec_empty_list_defaults.graphql, tests/data/graphql/msgspec_object_list_defaults.graphql, tests/data/graphql/msgspec_scalar_alias_defaults.graphql, tests/data/graphql/msgspec_unions.graphql, tests/data/graphql/multiple-aliases.graphql, tests/data/graphql/no-typename.graphql, tests/data/graphql/root_type_references.graphql, tests/data/graphql/root_union_custom.graphql, tests/data/graphql/root_union_field.graphql, tests/data/graphql/root_union_mutation.graphql, tests/data/graphql/root_union_ordinary.graphql, tests/data/graphql/root_union_query.graphql, tests/data/graphql/root_union_subscription.graphql, tests/data/graphql/same_named_list.graphql, tests/data/graphql/simple-star-wars.graphql, tests/data/graphql/split/a.graphql, tests/data/graphql/split/b.graphql, tests/data/graphql/split/c.graphql, tests/data/graphql/type_alias.graphql, tests/data/graphql/typename_collision.graphql, tests/data/graphql/typename_collision_control.graphql, tests/data/graphql/typename_collision_scoped.graphql, tests/data/graphql/union-aliased-bug.graphql, tests/data/graphql/union-commented.graphql, tests/data/graphql/union-description-cr.graphql, tests/data/graphql/union.graphql, tests/data/graphql/use-standard-collections.graphql, tests/data/graphql/use-union-operator.graphql, tests/data/malformed/bad.graphql, tests/data/msgspec_inheritance/graphql_diamond.graphql, tests/data/msgspec_inheritance/graphql_diamond_both.graphql, tests/data/msgspec_inheritance/graphql_diamond_one.graphql, tests/data/msgspec_inheritance/graphql_independent.graphql, tests/data/msgspec_inheritance/graphql_redundant.graphql, tests/data/msgspec_inheritance/graphql_single.graphql, tests/data/openapi/all_of_with_relative_ref/openapi.yaml, tests/data/openapi/allof_no_merge_external_relative/openapi.yaml, tests/data/openapi/allof_required_inherited_external/openapi.yaml, tests/data/openapi/discriminator_external_mapping/openapi.yaml, tests/data/openapi/external_ref_with_transitive_local_ref/openapi.yaml, tests/data/openapi/module_class_name_collision/openapi.json, tests/data/openapi/module_class_name_collision_deep/openapi.json, tests/data/openapi/paths_external_ref/openapi.yaml, tests/data/openapi/paths_ref_with_external_schema/openapi.yaml, tests/data/openapi/referenced_path_item_mutation_guard/openapi.yaml, tests/data/openapi/serialize_as_any_module_import_alias/openapi.json, tests/data/openapi/webhooks_ref_with_external_schema/openapi.yaml, tests/data/parser/protobuf/non_finite_defaults.proto, tests/data/protobuf/common.proto, tests/data/protobuf/complex_proto3.proto, tests/data/protobuf/edition_2023.proto, tests/data/protobuf/proto2.proto, tests/data/protobuf/proto3_optional.proto, tests/data/protobuf/public_common.proto, tests/data/protobuf/public_import.proto, tests/data/protobuf/spec_proto2.proto, tests/data/protobuf/spec_proto3.proto, tests/data/protobuf/well_known_wrappers.proto, tests/data/protobuf_auto_detection/bom_comment.proto, tests/data/protobuf_auto_detection/bom_edition_single.proto, tests/data/protobuf_auto_detection/bom_inline.proto, tests/data/protobuf_auto_detection/comment.proto, tests/data/protobuf_auto_detection/comments.proto, tests/data/protobuf_auto_detection/default.proto, tests/data/protobuf_auto_detection/edition.proto, tests/data/protobuf_auto_detection/edition_single.proto, tests/data/protobuf_auto_detection/inline.proto, tests/data/protobuf_auto_detection/plain.proto, tests/data/protobuf_auto_detection/single.proto, tests/data/protobuf_auto_detection/single_default.proto, tests/data/protobuf_auto_detection/without_syntax.proto, tests/data/protobuf_collision/left.proto, tests/data/protobuf_collision/right.proto, tests/data/protobuf_option_preprocessing/comments.proto, tests/data/protobuf_option_preprocessing/custom.proto, tests/data/protobuf_option_preprocessing/double.proto, tests/data/protobuf_option_preprocessing/invalid/field.proto, tests/data/protobuf_option_preprocessing/invalid/statement.proto, tests/data/protobuf_option_preprocessing/options.proto, tests/data/protobuf_option_preprocessing/plain.proto, tests/data/protobuf_option_preprocessing/rpc.proto, tests/data/protobuf_option_preprocessing/single.proto, tests/data/protobuf_referenced_standard/nullvalue.proto, tests/data/protobuf_referenced_standard/standard_enum.proto, tests/data/protobuf_referenced_standard/standard_message.proto, tests/data/protobuf_referenced_standard/unused_standard.proto, tests/data/protobuf_referenced_standard/user_namespace.proto, tests/data/recommend_options/swagger.yaml, tests/data/watch/protobuf_import/child.proto, tests/data/watch/protobuf_import/child_changed.proto, tests/data/watch/protobuf_import/child_missing_nested.proto, tests/data/watch/protobuf_import/grandchild.proto, tests/data/watch/protobuf_import/root.proto, tests/skills/datamodel-code-generator/fixtures/asyncapi.yaml, tests/skills/datamodel-code-generator/fixtures/openapi.yaml, tests/skills/datamodel-code-generator/fixtures/sample.proto, tests/skills/datamodel-code-generator/fixtures/schema.graphql |
| 20/20 | MCP 服务器 |
| 40/40 | 可运行示例 — example |
| example_dirs | example |
| has_mcp_signal | 是 |
| api_schema_files | tests/data/asyncapi/proto_child.proto, tests/data/docs/client-howto/openapi.yaml, tests/data/docs/howto/openapi.yaml, tests/data/docs/tutorial/openapi.yaml, tests/data/expected/api_generation/fastapi_cli/check_outputs[json-package-in-models-services].2/server/_generated/openapi.json, tests/data/expected/api_generation/fastapi_cli/check_outputs[json-package-in-models].2/server/_generated/openapi.json, tests/data/expected/main/generation_platform/fastapi/packages/binary-allowed/pydantic_v2_BaseModel/server/_generated/openapi.json, tests/data/expected/main/generation_platform/fastapi/packages/callbacks/pydantic_v2_BaseModel/server/_generated/openapi.json, tests/data/expected/main/generation_platform/fastapi/packages/docstrings/pydantic_v2_BaseModel/server/_generated/openapi.json, tests/data/expected/main/generation_platform/fastapi/packages/empty/pydantic_v2_BaseModel/server/_generated/openapi.json, tests/data/expected/main/generation_platform/fastapi/packages/names-default/pydantic_v2_BaseModel/server/_generated/openapi.json, tests/data/expected/main/generation_platform/fastapi/packages/names/pydantic_v2_BaseModel/server/_generated/openapi.json, tests/data/expected/main/generation_platform/fastapi/packages/pets/pydantic_v2_BaseModel/server/_generated/openapi.json, tests/data/expected/main/generation_platform/fastapi/packages/references/pydantic_v2_BaseModel/server/_generated/openapi.json, tests/data/expected/main/generation_platform/fastapi/packages/request/pydantic_v2_BaseModel/server/_generated/openapi.json, tests/data/expected/main/generation_platform/fastapi/packages/scheme-names/pydantic_v2_BaseModel/server/_generated/openapi.json, tests/data/expected/main/generation_platform/fastapi/packages/security/pydantic_v2_BaseModel/server/_generated/openapi.json, tests/data/expected/main/generation_platform/fastapi/packages/templates/pydantic_v2_BaseModel/server/_generated/openapi.json, tests/data/expected/main/generation_platform/fastapi/servers/packages/defaults/pydantic_v2_BaseModel/defaults_basemodel/_generated/openapi.json, tests/data/expected/main/generation_platform/fastapi/servers/packages/locals/pydantic_v2_BaseModel/locals_basemodel/_generated/openapi.json, tests/data/expected/main/generation_platform/fastapi/servers/packages/nullable-results/pydantic_v2_BaseModel/nullable_results_basemodel/_generated/openapi.json, tests/data/expected/main/generation_platform/fastapi/servers/packages/nullable/pydantic_v2_BaseModel/nullable_basemodel/_generated/openapi.json, tests/data/expected/main/generation_platform/fastapi/servers/packages/parameters/pydantic_v2_BaseModel/parameters_basemodel/_generated/openapi.json, tests/data/expected/main/generation_platform/fastapi/servers/packages/pets-type-checking/pydantic_v2_BaseModel/pets_type_checking_basemodel/_generated/openapi.json, tests/data/expected/main/generation_platform/fastapi/servers/packages/pets/pydantic_v2_BaseModel/pets_basemodel/_generated/openapi.json, tests/data/expected/main/generation_platform/fastapi/servers/packages/pets/pydantic_v2_dataclass/pets_dataclass/_generated/openapi.json, tests/data/expected/main/generation_platform/fastapi/servers/packages/spellings-exact/pydantic_v2_BaseModel/spellings_exact_basemodel/_generated/openapi.json, tests/data/expected/main/generation_platform/fastapi/servers/packages/spellings/pydantic_v2_BaseModel/spellings_basemodel/_generated/openapi.json, tests/data/expected/main/generation_platform/fastapi/servers/packages/strict/pydantic_v2_BaseModel/strict_basemodel/_generated/openapi.json, tests/data/graphql/additional-imports.graphql, tests/data/graphql/alias_generator_empty_union.graphql, tests/data/graphql/annotated.graphql, tests/data/graphql/builtin-template-data.graphql, tests/data/graphql/casing.graphql, tests/data/graphql/collection-options.graphql, tests/data/graphql/custom-scalar-types.graphql, tests/data/graphql/default_values_required.graphql, tests/data/graphql/different-types-of-fields.graphql, tests/data/graphql/empty_list_default.graphql, tests/data/graphql/enums.graphql, tests/data/graphql/explicit_alias_names.graphql, tests/data/graphql/field-aliases.graphql, tests/data/graphql/field-default-enum.graphql, tests/data/graphql/github-api-issue-states.graphql, tests/data/graphql/github-api.graphql, tests/data/graphql/interface_mro.graphql, tests/data/graphql/msgspec_empty_list_defaults.graphql, tests/data/graphql/msgspec_object_list_defaults.graphql, tests/data/graphql/msgspec_scalar_alias_defaults.graphql, tests/data/graphql/msgspec_unions.graphql, tests/data/graphql/multiple-aliases.graphql, tests/data/graphql/no-typename.graphql, tests/data/graphql/root_type_references.graphql, tests/data/graphql/root_union_custom.graphql, tests/data/graphql/root_union_field.graphql, tests/data/graphql/root_union_mutation.graphql, tests/data/graphql/root_union_ordinary.graphql, tests/data/graphql/root_union_query.graphql, tests/data/graphql/root_union_subscription.graphql, tests/data/graphql/same_named_list.graphql, tests/data/graphql/simple-star-wars.graphql, tests/data/graphql/split/a.graphql, tests/data/graphql/split/b.graphql, tests/data/graphql/split/c.graphql, tests/data/graphql/type_alias.graphql, tests/data/graphql/typename_collision.graphql, tests/data/graphql/typename_collision_control.graphql, tests/data/graphql/typename_collision_scoped.graphql, tests/data/graphql/union-aliased-bug.graphql, tests/data/graphql/union-commented.graphql, tests/data/graphql/union-description-cr.graphql, tests/data/graphql/union.graphql, tests/data/graphql/use-standard-collections.graphql, tests/data/graphql/use-union-operator.graphql, tests/data/malformed/bad.graphql, tests/data/msgspec_inheritance/graphql_diamond.graphql, tests/data/msgspec_inheritance/graphql_diamond_both.graphql, tests/data/msgspec_inheritance/graphql_diamond_one.graphql, tests/data/msgspec_inheritance/graphql_independent.graphql, tests/data/msgspec_inheritance/graphql_redundant.graphql, tests/data/msgspec_inheritance/graphql_single.graphql, tests/data/openapi/all_of_with_relative_ref/openapi.yaml, tests/data/openapi/allof_no_merge_external_relative/openapi.yaml, tests/data/openapi/allof_required_inherited_external/openapi.yaml, tests/data/openapi/discriminator_external_mapping/openapi.yaml, tests/data/openapi/external_ref_with_transitive_local_ref/openapi.yaml, tests/data/openapi/module_class_name_collision/openapi.json, tests/data/openapi/module_class_name_collision_deep/openapi.json, tests/data/openapi/paths_external_ref/openapi.yaml, tests/data/openapi/paths_ref_with_external_schema/openapi.yaml, tests/data/openapi/referenced_path_item_mutation_guard/openapi.yaml, tests/data/openapi/serialize_as_any_module_import_alias/openapi.json, tests/data/openapi/webhooks_ref_with_external_schema/openapi.yaml, tests/data/parser/protobuf/non_finite_defaults.proto, tests/data/protobuf/common.proto, tests/data/protobuf/complex_proto3.proto, tests/data/protobuf/edition_2023.proto, tests/data/protobuf/proto2.proto, tests/data/protobuf/proto3_optional.proto, tests/data/protobuf/public_common.proto, tests/data/protobuf/public_import.proto, tests/data/protobuf/spec_proto2.proto, tests/data/protobuf/spec_proto3.proto, tests/data/protobuf/well_known_wrappers.proto, tests/data/protobuf_auto_detection/bom_comment.proto, tests/data/protobuf_auto_detection/bom_edition_single.proto, tests/data/protobuf_auto_detection/bom_inline.proto, tests/data/protobuf_auto_detection/comment.proto, tests/data/protobuf_auto_detection/comments.proto, tests/data/protobuf_auto_detection/default.proto, tests/data/protobuf_auto_detection/edition.proto, tests/data/protobuf_auto_detection/edition_single.proto, tests/data/protobuf_auto_detection/inline.proto, tests/data/protobuf_auto_detection/plain.proto, tests/data/protobuf_auto_detection/single.proto, tests/data/protobuf_auto_detection/single_default.proto, tests/data/protobuf_auto_detection/without_syntax.proto, tests/data/protobuf_collision/left.proto, tests/data/protobuf_collision/right.proto, tests/data/protobuf_option_preprocessing/comments.proto, tests/data/protobuf_option_preprocessing/custom.proto, tests/data/protobuf_option_preprocessing/double.proto, tests/data/protobuf_option_preprocessing/invalid/field.proto, tests/data/protobuf_option_preprocessing/invalid/statement.proto, tests/data/protobuf_option_preprocessing/options.proto, tests/data/protobuf_option_preprocessing/plain.proto, tests/data/protobuf_option_preprocessing/rpc.proto, tests/data/protobuf_option_preprocessing/single.proto, tests/data/protobuf_referenced_standard/nullvalue.proto, tests/data/protobuf_referenced_standard/standard_enum.proto, tests/data/protobuf_referenced_standard/standard_message.proto, tests/data/protobuf_referenced_standard/unused_standard.proto, tests/data/protobuf_referenced_standard/user_namespace.proto, tests/data/recommend_options/swagger.yaml, tests/data/watch/protobuf_import/child.proto, tests/data/watch/protobuf_import/child_changed.proto, tests/data/watch/protobuf_import/child_missing_nested.proto, tests/data/watch/protobuf_import/grandchild.proto, tests/data/watch/protobuf_import/root.proto, tests/skills/datamodel-code-generator/fixtures/asyncapi.yaml, tests/skills/datamodel-code-generator/fixtures/openapi.yaml, tests/skills/datamodel-code-generator/fixtures/sample.proto, tests/skills/datamodel-code-generator/fixtures/schema.graphql |
| interfaces_expected_of | — |
每颗 star 和每个 fork 的添加时间,来自 GitHub 并按天汇总。累计增长位于其构成来源——每日新增——的正上方,二者可相互对照:稳定的自然增长与短暂的突增形态截然不同。当这一差别可被衡量时,它会作为增长真实性予以报告。
每个点涵盖 7 天。
来自开源项目 OpenSSF Scorecard 的独立、工具无关的安全评估。每项检查奖励的是安全实践本身,而非特定供应商的工具。Scorecard 无法判定的检查项标记为 不适用,并从安全评分中剔除(绝不按零分计)。
| 10 | Binary-Artifacts | no binaries found in the repo |
| 1 | Branch-Protection | branch protection is not maximal on development and all release branches |
| 10 | CI-Tests | 30 out of 30 merged PRs checked by a CI test -- score normalized to 10 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 0/30 approved changesets -- score normalized to 0 |
| 10 | Contributors | project has 12 contributing companies or organizations |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 10 | Dependency-Update-Tool | update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 30 issue activity found in the last 90 days -- score normalized to 10 |
| 10 | Packaging | packaging workflow detected |
| 9 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 9 |
| 10 | SAST | SAST tool is run on all commits |
| 10 | Security-Policy | security policy file detected |
| 不适用 | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 0 | Vulnerabilities | 13 existing vulnerabilities detected |
| 注册表 | 软件包 | 版本约束 | 清单文件 |
|---|---|---|---|
| PyPI | argcomplete | >=2.10.1,<4 | pyproject.toml |
| PyPI | black | >=19.10b0 | pyproject.toml |
| PyPI | black | >=26.5 | pyproject.toml |
| PyPI | genson | >=1.2.1,<2 | pyproject.toml |
| PyPI | inflect | >=4.1,<8 | pyproject.toml |
| PyPI | isort | >=4.3.21,<9 | pyproject.toml |
| PyPI | jinja2 | >=2.10.1,<4 | pyproject.toml |
| PyPI | pydantic | >=2,!=2.10,!=2.10.1,!=2.10.2,<3 | pyproject.toml |
| PyPI | pydantic | >=2.12,<3 | pyproject.toml |
| PyPI | pydantic | >=2.14,<3 | pyproject.toml |
| PyPI | pyyaml | >=6.0.1 | pyproject.toml |
| PyPI | tomli | >=2.2.1,<3 | pyproject.toml |
| PyPI | typing-extensions | >=4.16,<5 | pyproject.toml |
来自 GitHub 依赖图的完整解析依赖集合:15 个直接依赖与 148 个间接(传递)软件包。仓库提交锁文件时,传递闭包才是完整的。
| 注册表 | 软件包 | 版本 | 关系 |
|---|---|---|---|
| PyPI | argcomplete | 3.6.3 | 直接 |
| PyPI | black | 22.1.0 | 直接 |
| PyPI | black | 24.1.0 | 直接 |
| PyPI | black | 26.10.1 | 直接 |
| PyPI | black | 26.1a1 | 直接 |
| PyPI | genson | 1.3.0 | 直接 |
| PyPI | inflect | 7.5.0 | 直接 |
| PyPI | isort | 6.1.0 | 直接 |
| PyPI | isort | 7.0.0 | 直接 |
| PyPI | isort | 8.0.1 | 直接 |
| PyPI | jinja2 | 3.1.6 | 直接 |
| PyPI | pydantic | 2.14.1 | 直接 |
| PyPI | pyyaml | 6.0.3 | 直接 |
| PyPI | tomli | 2.4.1 | 直接 |
| PyPI | typing-extensions | 4.16.0 | 直接 |
| PyPI | 1 | — | 间接 |
| PyPI | 11 | — | 间接 |
| PyPI | 3 | — | 间接 |
| PyPI | 4 | — | 间接 |
| PyPI | 9 | — | 间接 |
| PyPI | annotated-doc | 0.0.5 | 间接 |
| PyPI | annotated-types | 0.7.0 | 间接 |
| PyPI | anyio | 4.12.0 | 间接 |
| PyPI | arrow | 1.4.0 | 间接 |
| PyPI | asttokens | 3.0.1 | 间接 |
| PyPI | attrs | 25.4.0 | 间接 |
| PyPI | backports-tarfile | 1.2.0 | 间接 |
| PyPI | certifi | 2026.1.4 | 间接 |
| PyPI | cffi | 2.1.1 | 间接 |
| PyPI | chardet | 5.2.0 | 间接 |
| PyPI | charset-normalizer | 3.4.4 | 间接 |
| PyPI | check-wheel-contents | 0.6.3 | 间接 |
| PyPI | click | 8.3.1 | 间接 |
| PyPI | colorama | 0.4.6 | 间接 |
| PyPI | covdefaults | 2.3.0 | 间接 |
| PyPI | coverage | 7.13.1 | 间接 |
| PyPI | cryptography | 50.0.0 | 间接 |
| PyPI | deepmerge | 2.0 | 间接 |
| PyPI | diff-cover | 10.1.0 | 间接 |
| PyPI | dnspython | 2.8.0 | 间接 |
| PyPI | docutils | 0.22.4 | 间接 |
| PyPI | email-validator | 2.3.0 | 间接 |
| PyPI | exceptiongroup | 1.3.1 | 间接 |
| PyPI | execnet | 2.1.2 | 间接 |
| PyPI | executing | 2.2.1 | 间接 |
| PyPI | fastapi | 0.141.1 | 间接 |
| PyPI | fqdn | 1.5.1 | 间接 |
| PyPI | graphql-core | 3.2.7 | 间接 |
| PyPI | grpcio | 1.84.0 | 间接 |
| PyPI | grpcio-tools | 1.84.0 | 间接 |
| PyPI | h11 | 0.16.0 | 间接 |
| PyPI | h2 | 4.4.1 | 间接 |
| PyPI | hpack | 4.2.0 | 间接 |
| PyPI | httpcore | 1.0.9 | 间接 |
| PyPI | httpcore2 | 2.13.1 | 间接 |
| PyPI | httpx | 0.28.1 | 间接 |
| PyPI | httpx2 | 2.13.1 | 间接 |
| PyPI | httpx2-jsfetch | 1.0 | 间接 |
| PyPI | hyperframe | 6.1.0 | 间接 |
| PyPI | hypothesis | 6.152.9 | 间接 |
| PyPI | hypothesis-jsonschema | 0.23.1 | 间接 |
| PyPI | id | 1.5.0 | 间接 |
| PyPI | idna | 3.18 | 间接 |
| PyPI | importlib-metadata | 8.7.1 | 间接 |
| PyPI | iniconfig | 2.3.0 | 间接 |
| PyPI | inline-snapshot | 0.34.2 | 间接 |
| PyPI | isoduration | 20.11.0 | 间接 |
| PyPI | jaraco-classes | 3.4.0 | 间接 |
| PyPI | jaraco-context | 6.0.2 | 间接 |
| PyPI | jaraco-functools | 4.4.0 | 间接 |
| PyPI | jeepney | 0.9.0 | 间接 |
| PyPI | jsonpointer | 3.1.1 | 间接 |
| PyPI | jsonschema | 4.26.0 | 间接 |
| PyPI | jsonschema-path | 0.3.4 | 间接 |
| PyPI | jsonschema-specifications | 2025.9.1 | 间接 |
| PyPI | keyring | 25.7.0 | 间接 |
| PyPI | lark | 1.3.1 | 间接 |
| PyPI | lazy-object-proxy | 1.12.0 | 间接 |
| PyPI | lxml | 6.1.3 | 间接 |
| PyPI | markdown | 3.10 | 间接 |
| PyPI | markdown-it-py | 4.0.0 | 间接 |
| PyPI | markupsafe | 3.0.4 | 间接 |
| PyPI | mdurl | 0.1.2 | 间接 |
| PyPI | more-itertools | 10.8.0 | 间接 |
| PyPI | msgspec | 0.22.0 | 间接 |
| PyPI | mypy-extensions | 1.1.0 | 间接 |
| PyPI | nh3 | 0.3.2 | 间接 |
| PyPI | null | — | 间接 |
| PyPI | openapi-schema-validator | 0.6.3 | 间接 |
| PyPI | openapi-spec-validator | 0.7.2 | 间接 |
| PyPI | packaging | 26.3 | 间接 |
| PyPI | pathable | 0.4.4 | 间接 |
| PyPI | pathspec | 0.12.1 | 间接 |
| PyPI | pathspec | 1.1.1 | 间接 |
| PyPI | platformdirs | 4.5.1 | 间接 |
| PyPI | pluggy | 1.6.0 | 间接 |
| PyPI | prance | 25.4.8.0 | 间接 |
| PyPI | prek | 0.2.25 | 间接 |
| PyPI | protobuf | 7.36.2 | 间接 |
| PyPI | py-cpuinfo | 9.0.0 | 间接 |
| PyPI | pycparser | 2.23 | 间接 |
| PyPI | pydantic-core | 2.50.1 | 间接 |
| PyPI | pygments | 2.20.0 | 间接 |
| PyPI | pymdown-extensions | 11.0.1 | 间接 |
| PyPI | pysnooper | 1.2.3 | 间接 |
| PyPI | pytest | 9.0.2 | 间接 |
| PyPI | pytest-benchmark | 5.2.3 | 间接 |
| PyPI | pytest-codspeed | 4.2.0 | 间接 |
| PyPI | pytest-cov | 7.0.0 | 间接 |
| PyPI | pytest-mock | 3.15.1 | 间接 |
| PyPI | pytest-timeout | 2.4.0 | 间接 |
| PyPI | pytest-xdist | 3.8.0 | 间接 |
| PyPI | python-dateutil | 2.9.0.post0 | 间接 |
| PyPI | python-multipart | 0.0.32 | 间接 |
| PyPI | python-ulid | 4.0.1 | 间接 |
| PyPI | pytokens | 0.3.0 | 间接 |
| PyPI | pytokens | 0.4.1 | 间接 |
| PyPI | pywin32-ctypes | 0.2.3 | 间接 |
| PyPI | readme-renderer | 44.0 | 间接 |
| PyPI | referencing | 0.36.2 | 间接 |
| PyPI | requests | 2.32.5 | 间接 |
| PyPI | requests-toolbelt | 1.0.0 | 间接 |
| PyPI | rfc3339-validator | 0.1.4 | 间接 |
| PyPI | rfc3986 | 2.0.0 | 间接 |
| PyPI | rfc3986-validator | 0.1.1 | 间接 |
| PyPI | rfc3987-syntax | 1.1.0 | 间接 |
| PyPI | rich | 15.0.0 | 间接 |
| PyPI | rpds-py | 0.30.0 | 间接 |
| PyPI | rpds-py | 2026.9.1 | 间接 |
| PyPI | ruamel-yaml | 0.19.1 | 间接 |
| PyPI | ruff | 0.16.6 | 间接 |
| PyPI | ryaml | 0.5.1 | 间接 |
| PyPI | secretstorage | 3.5.0 | 间接 |
| PyPI | setuptools | 83.0.0 | 间接 |
| PyPI | six | 1.17.0 | 间接 |
| PyPI | sortedcontainers | 2.4.0 | 间接 |
| PyPI | starlette | 1.7.0 | 间接 |
| PyPI | t-linter | 0.8.0 | 间接 |
| PyPI | tdom | 0.1.16 | 间接 |
| PyPI | time-machine | 3.5.1 | 间接 |
| PyPI | trustme | 1.2.1 | 间接 |
| PyPI | truststore | 0.10.4 | 间接 |
| PyPI | twine | 7.0.0 | 间接 |
| PyPI | ty | 0.0.89 | 间接 |
| PyPI | typeguard | 4.4.4 | 间接 |
| PyPI | types-jinja2 | 2.11.9 | 间接 |
| PyPI | types-markupsafe | 1.1.10 | 间接 |
| PyPI | types-pyyaml | 6.0.12.20250915 | 间接 |
| PyPI | types-setuptools | 69.5.0.20240522 | 间接 |
| PyPI | types-toml | 0.10.8.20240310 | 间接 |
| PyPI | typing-inspection | 0.4.4 | 间接 |
| PyPI | tzdata | 2026.4 | 间接 |
| PyPI | uri-template | 1.3.0 | 间接 |
| PyPI | urllib3 | 2.7.0 | 间接 |
| PyPI | uv | 0.9.21 | 间接 |
| PyPI | uvicorn | 0.54.0 | 间接 |
| PyPI | watchfiles | 1.3.0 | 间接 |
| PyPI | webcolors | 25.10.0 | 间接 |
| PyPI | websockets | 17.1 | 间接 |
| PyPI | wheel-filename | 1.4.2 | 间接 |
| PyPI | wsproto | 1.3.2 | 间接 |
| PyPI | zensical | 0.0.43 | 间接 |
| PyPI | zipp | 3.23.0 | 间接 |
该仓库未发布可被索引解析的包,因此评估的是其自身的依赖图——共 157 个包,其中也包含从不交付的开发与测试版本固定:9 个存在已知公告,3 个为直接依赖。 有 6 个无法评估——没有已解析的版本、生态系统不受支持,或不在所列包清单之内。
| 软件包 | 版本 | 关系 | 严重程度 | 公告数 | 修复版本 |
|---|---|---|---|---|---|
| black | 22.1.0 | 直接 | 严重 | 4 | 26.3.1 |
| black | 24.1.0 | 直接 | 严重 | 4 | 26.3.1 |
| black | 26.1a1 | 直接 | 严重 | 3 | 26.3.1 |
| anyio | 4.12.0 | 间接 | 严重 | 4 | 4.14.2 |
| jaraco-context | 6.0.2 | 间接 | 高 | 2 | 6.1.0 |
| urllib3 | 2.7.0 | 间接 | 高 | 6 | 2.8.0 |
| pytest | 9.0.2 | 间接 | 中 | 2 | 9.0.3 |
| requests | 2.32.5 | 间接 | 中 | 2 | 2.33.0 |
| uv | 0.9.21 | 间接 | 中 | 2 | 0.11.15 |
公告表示依赖图中记录的版本落入某条公告的受影响范围。可达性未经分析,且依赖图包含开发与测试的版本固定——某项发现可能只涉及工具链而非交付的软件。
发现这份报告有不准确之处,或有想法要分享?错误的测量、未识别的工具、建议、疑问——都欢迎提出。每条消息都会被阅读并得到回复。